THP1.PT: Crop Health, Growth, and Carbon Emission Monitoring I
Thursday, 7 August, 09:15 - 10:30
Location: Plaza Ballroom: Poster Area T
Session Type: Poster
Session Co-Chairs: Hansanee Fernando, University of Saskatchewan and Nina Lin, Academia Sinica Institute of Earth Sciences
Track: Land Applications
Plaza Ballroom: Poster Area T

THP1.PT.1: ESTIMATION OF LEAF AREA INDEX USING A NEWLY DEPLOYED UAV-BORNE NARROW-BAND HYPERSPECTRAL IMAGER: INITIAL PERFORMANCE EVALUATION
Anirudh Belwalkar, Wuhua Wang, Fei Wu, Shuai Yang, Chenghao Lu, Technical University of Munich, Germany; Na Wang, The University of Melbourne, Australia; Kang Yu, Technical University of Munich, Germany
Plaza Ballroom: Poster Area T

THP1.PT.2: AGRICULTURAL GREENHOUSE IDENTIFICATION OF SENTINEL-2 IMAGES BASED ON AN IMPROVED ENCODER-DECODER STRUCTURE NEURAL NETWORK
Jingying Li, Chen Zheng, Zhunzhun Qiang, Henan University, China; Leiguang Wang, Southwest Forestry University, China
Plaza Ballroom: Poster Area T

THP1.PT.3: AN ENHANCED METHOD FOR CORRECTING NDVI ANGLE EFFECT IN DECAMETRIC RESOLUTION DATA OVER CROPLAND
Yuhan Guo, Xihan Mu, State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, China
Plaza Ballroom: Poster Area T

THP1.PT.4: PREDICTING PLANTING YEARS OF MACADAMIA ORCHARDS IN AUSTRALIA USING TIME SERIES LANDSAT IMAGERY AND MACHINE LEARNING
Andy Clark, University of New England, Australia
Plaza Ballroom: Poster Area T

THP1.PT.5: VERTICILLIUM WILT MONITORING IN COTTON USING UAV-BASED MULTISPECTRAL CAMERA AND ENSEMBLE MACHINE LEARNING APPROACH
Manish Kumar Patel, Vivien Rolland, Lucy M. Egan, Warwick N. Stiller, Warren C. Conaty, Commonwealth Scientific and Industrial Research Organisation, Australia
Plaza Ballroom: Poster Area T

THP1.PT.6: AN INTEGRATED RADIATIVE TRANSFER MODELLING APPROACH FOR FIELD TO REGIONAL PREDICTION OF LEAF AREA INDEX USING GROUND, DRONE AND SATELLITE REMOTE SENSING DATA
ANAGHA S SARMA, RAMA RAO NIDAMANURI, INDIAN INSTITUTE OF SPACE SCIENCE AND TECHNOLOGY, India
Plaza Ballroom: Poster Area T

THP1.PT.7: Geospatial Dashboard Platform for High-Resolution Rice Yield Forecast in Southeast Asia
Chen Zhao, Yaomin Wang, Chao Zhang, Xiaogang He, National University of Singapore, Singapore
Plaza Ballroom: Poster Area T

THP1.PT.8: IMPROVEMENT OF RICE PHENOLOGY MONITORING BY DEEP LEARNING TECHNIQUE USING MULTI-SENSOR SATELLITE DATA IN THAILAND
Jiratiwan Kruasilp, Chanika Sukawattanavijit, Geo-Informatics and Space Technology Development Agency, Thailand; Jatuporn Nontasiri, Office of Agricultural Economics, Thailand
Plaza Ballroom: Poster Area T

THP1.PT.9: INFORMED LEARNING FOR EFFICIENT CROP YIELD PREDICTION
Miro Miranda, Francisco Mena, Marcela Charfuelan, Andreas Dengel, German Research Center for Artificial Intelligence, Germany
Plaza Ballroom: Poster Area T

THP1.PT.10: A KNOWLEDGE-INFORMED TRANSFORMER FOR CROP YIELD ESTIMATION INTEGRATING CROP GROWTH MODELS AND REMOTE SENSING
Ruixin Fang, Wuhan University, China; Lei Yu, Ant Group, China; Nan Xie, Kexin Wang, Wuhan University, China; Liheng Zhong, Jingdong Chen, Ant Group, China; Zhaocong Wu, Wuhan University, China
Plaza Ballroom: Poster Area T

THP1.PT.11: RICE YIELD FORECAST USING A GNN-RNN FRAMEWORK
Chao Zhang, Chen Zhao, Xiaogang He, National University of Singapore, Singapore
Plaza Ballroom: Poster Area T

THP1.PT.12: FROM SPECTRA TO SOLUTIONS: LEVERAGING MISSION TRISHNA FOR SYNERGISTIC MONITORING OF CROP HEALTH AND EARLY DISEASE DETECTION IN SUPPORT OF GLOBAL FOOD SECURITY
Subhajit Bandopadhyay, Sourav Dey, Rashtriya Raksha University, India; Somnath Paramanik, University of Southampton, United Kingdom; Riya Ghadyale, Rashtriya Raksha University, India